Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A52s 5G
AndroidRank
#177
Rating
1,364
±18 RD
Win Rate
36.8%
Conservative Rating
1,328
TG Rating
1,371
PP Rating
1,307
Matches
855
Record
315W – 540L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Llama-3.2-1B-Instruct.Q4_K_M | 12.44 | 40.76 | 12.44 | 40.76 | 1 |
| ordis-1.5b-v355-vargh-q5-k-m | 9.65 | 27.72 | 9.65 | 27.72 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-IQ2_M | 9.35 | 14.60 | 9.69 | 16.35 | 2 |
| llama-3.2-1b-instruct-q8_0 | 7.55 | 48.74 | 8.05 | 61.26 | 2 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M | 5.55 | 21.47 | 5.55 | 21.47 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 4.98 | 10.55 | 4.98 | 10.55 | 1 |
| gemma-2-2b-it-Q6_K | 4.65 | 12.43 | 4.65 | 12.43 | 1 |
| deepseek-r1-distill-qwen-1.5b-q8_0 | 3.70 | 19.51 | 3.70 | 19.51 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 2.69 | 8.19 | 2.69 | 8.19 | 1 |
| agentica-org_DeepScaleR-1.5B-Preview-IQ3_M | 1.69 | 3.79 | 1.69 | 3.79 | 1 |
Head-to-Head Record
1–50 of 220 rows
1 / 5
Performance by App Version
ImprovedRegressed